Description

 we propose a novel framework, called Mobile Commerce Explorer (MCE), for mining and prediction of mobile users’ movements and purchase transactions under the context of mobile commerce.  The MCE framework consists of three major components: 1. Similarity Inference Model for measuring the similarities among stores and items, which are two basic mobile commerce entities considered. 2. Personal Mobile Commerce Pattern Mine (PMCP-Mine) algorithm for efficient discovery of mobile users’ Personal Mobile Commerce Patterns.  3. Mobile Commerce Behavior Predictor for prediction of possible mobile user behaviors.